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The Mysteries of Adversarial Robustness for Non-parametric Methods and Neural Networks
Presenter
- Kamalika Chaudhuri
April 16, 2021
IMSI
Functions with average smoothness: structure, algorithms, and learning
Presenter
- Aryeh Kontorovich
April 12, 2021
IMSI
Chasing the Long Tail: What Neural Networks Memorize and Why
Presenter
- Vitaly Feldman
April 14, 2021
IMSI
New Problems and Perspectives on Sampling, Memory, and Learning
Presenter
- Gregory Valiant
April 13, 2021
IMSI
Contrastive Learning, multi-view redundancy, and linear models
Presenter
- Daniel Hsu
April 12, 2021
IMSI
Information-directed Exploration in Bandits and Reinforcement Learning
Presenter
- Andreas Krause
April 16, 2021
IMSI
Computational/Statistical Gaps for Learning Neural Networks
Presenter
- Adam Klivans
April 13, 2021
IMSI